This book constitutes the refereed proceedings of the 19th IFIP WG 9.6/11.7 and IFIP WG 11.6 International Summer School on Privacy and Identity Management, Privacy and Identity 2024, held in Madrid, Spain, during September 10–13, 2024. The 9 full papers presented in these book were carefully reviewed and selected from 11 submissions. The proceedings also contain one keynote paper in full paper length. The  papers have been organized in the following topical sections: Keynote; different perspectives on Generative AI; and contemporary challenges and possibilities for privacy and ID management.